Bayesian Optimization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
290.34Average Regret
6
Feb 26, 2026
17.81Average Regret
6
Feb 26, 2026
1.5Simple final Regret
5
Jun 15, 2026
20.5Simple Final Regret
5
Jun 15, 2026
8,100Simple final Regret
5
Jun 15, 2026
0.013Simple Final Regret
5
Jun 15, 2026
91.06Final Objective Value
5
May 22, 2026
0.039Probe Variance
5
May 8, 2026
0.25Final Objective (Median)
5
Mar 30, 2026
-1,099.46Final Objective (Median)
5
Mar 30, 2026
2,720Computation Time (s)
5
Feb 26, 2026
2,619Computation Time (s)
5
Feb 26, 2026
2,689Computation Time (s)
5
Feb 26, 2026
2,737Computation Time (s)
5
Feb 26, 2026
2,535Computation Time (s)
5
Feb 26, 2026
2,649Computation Time (s)
5
Feb 26, 2026
3,689Computation Time (s)
5
Feb 26, 2026
3,300Computation Time (s)
5
Feb 26, 2026
3,309Computation Time (s)
5
Feb 26, 2026
29.2Relative Batch Instantaneous Regret
5
Feb 26, 2026
0.021Relative Batch Instantaneous Regret
5
Feb 26, 2026
80,000Simple Final Regret
4
Jun 15, 2026
14.9Simple Final Regret
4
Jun 15, 2026
23,000Simple final Regret
4
Jun 15, 2026
33.8Discovery AUC
4
May 7, 2026